Links to Slides, Papers, Videos, Podcasts, and other posts
Find content by the team.
Slides/Papers
MDSFest’23
Title:
dbt + Hamilton: Enabling you to maintain complex Python within dbt models
LLM Avalanche
Title:
Hamilton: an OS tool to add to your LLM App tool belt
Budapest ML Forum June 2023
Title:
Feature Engineering with Hamilton: Portability & Lineage
Manchester PyData Meetup May/June 2023
Title:
British Cycling Data Platform in Python
Co-presented with Peter Robinson, and Murray Tait.
PyData Seattle 2023
Title:
Lightweight Lineage with Hamilton
AI Camp Meetup San Jose January 2023
Title:
Hamilton: Natively bringing software engineering best practices to python data transformations
Feature Store Summit October 2022
Title:
Hamilton: an open source, declarative, micro-framework for clean & robust feature transform code in Python
VLDB 2022
DEco - First International Workshop on Data Ecosystems
Title:
Hamilton: enabling software engineering best practices for data transformations via generalized dataflow graphs
Angle: Software engineering is important to think about when managing a data ecosystem.
CDMS - First International Workshop on Composable Data Management Systems
Title:
Hamilton: a modular open source declarative paradigm for high level modeling of dataflows
Angle: Interesting UX that enables a platform team to compose & modularize not only a dataflow, but subsystems.
Scalable Pandas Meetup - August 2022
Title:
Hamilton: A Python Micro-Framework for tidy scalable Pandas
Ray Summit August 2022
Title:
Scalable feature engineering with Hamilton on Ray
MLOPsWorld Bay Area July 2022
Title:
Hamilton: A Python Micro-Framework for Data / Feature Engineering
AICamp May 2022
Title:
Hamilton: a python micro-framework for data / feature engineering at Stitch Fix
Apply(Meetup) February 2022
Title:
[Open Source] Hamilton, a micro framework for creating dataframes, and its application at Stitch Fix
SF Python Meetup December 2021
Title:
Hamilton an open source micro framework for creating dataframes
Podcasts
Video: True ML Talks #2 - ML Workflow @ Stitch Fix, Write up: True ML Talks #2 - ML Workflow @ Stitch Fix
S01 E08 - MLOps Week 8: The MLOps Mindset with Stefan Krawczyk August 2022.
MLOps dla 100 data scientistów (in Polish) April 2022.
Aggressively Helpful Platform teams August 2021